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Gareth Paul Jones
Gareth Paul Jones

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1 day ago

Writing Custom Text-To-Speech with your own voice.

In this tutorial we are going to generate speech from text with our own voice. We’ll be building Tortoise a TTS library that’s built on PyTorch, which is a machine library for Python. Setup Let’s get started installing the library and dependencies. # the scipy version packaged with colab is…

AI

2 min read

Making Your AI sound like you: A guide to creating Custom Text-to-Speech
Making Your AI sound like you: A guide to creating Custom Text-to-Speech
AI

2 min read


3 days ago

Diarising Audio Transcriptions with Python and Whisper: A Step-by-Step Guide

In this tutorial we will transcribe audio to get a file output that will annotate an API with transcriptions based on the SPEAKER here is an example: SPEAKER_06 --> Yep, that's still a lot of work to do here. SPEAKER_02 --> That's correct. SPEAKER_07 --> We are at time, should we schedule…

Open AI

5 min read

Diarising Audio Transcriptions from MP4s with Python and Whisper: A Step-by-Step Guide
Diarising Audio Transcriptions from MP4s with Python and Whisper: A Step-by-Step Guide
Open AI

5 min read


6 days ago

Solving Incompatibility Between the Saved TensorFlow Model and the TensorFlow Serving Server

If you have trained a TensorFlow model and are trying to serve it using TensorFlow Serving, you may encounter an error that indicates an incompatibility between the saved model and the TensorFlow Serving server. This can be frustrating, as it can be difficult to understand what the problem is and…

2 min read

2 min read


Jan 23

From training to deployment: A tutorial on serving TensorFlow models with TensorFlow Serving

This tutorial assumes that you have TensorFlow and TensorFlow Serving installed and configured. Step 1: Define the model First, we need to define the model that we will use to predict the next number in the series. In this case, we will use a simple linear model with a single weight and bias: import tensorflow…

Tensor Flow

3 min read

Tensor Flow

3 min read


Jan 15

Unlock the Power of Feature Flags in React

Are you ready to take control of your app’s development and unleash its full potential? In this tutorial, we’ll show you step-by-step how to set up feature flags in React and start reaping the benefits of this powerful tool. Whether you’re new to feature flags or looking to optimize your…

Feature Flags

9 min read

Unlock the Power of Feature Flags in React
Unlock the Power of Feature Flags in React
Feature Flags

9 min read


Jan 11

Comparing PyTorch and TensorFlow: A Practical Guide

PyTorch and TensorFlow are two of the most popular open-source deep learning libraries, and they are often used for similar tasks. However, there are some key differences between the two libraries that you should be aware of. …

9 min read

9 min read


Jan 11

Overcoming Compatibility Issues in PyTorch

Compatibility issues can be a common problem when working with PyTorch, especially when using code that was written for an older version of the library. …

3 min read

3 min read


Jan 10

Avoiding Memory Errors in PyTorch: Strategies for Using the GPU Effectively

Memory errors can be a common issue when using PyTorch, especially when training large neural networks on a GPU. In this blog post, we’ll look at some strategies for dealing with memory errors in PyTorch, and how to use the GPU to its full potential. Understanding the problem Before we can tackle memory…

4 min read

4 min read


Jan 8

Getting Up to Speed with PyTorch: A Beginner’s Tutorial

Welcome to this beginner tutorial on using PyTorch! PyTorch is an open-source machine learning library for Python that is popular among researchers and practitioners for its ease of use and flexibility. …

4 min read

4 min read


Jan 8

PyTorch Debugging 101: Essential Tips for Success

As someone that loves to create machine learning models, debugging is an essential part of the development process. …

3 min read

3 min read

Gareth Paul Jones

Gareth Paul Jones

968 Followers

Group Product Manager @Twilio - Part-Time Crossfit Athlete.

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